id
int64
0
1.2M
Age
float64
18
64
Gender
stringclasses
2 values
Annual Income
float64
1
150k
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
Vehicle Age
float64
0
19
Credit Score
float64
300
849
Insurance Duration
float64
1
9
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
1,189,100
20
Male
30,472
Married
3
Master's
Employed
32.939455
Urban
Basic
null
5
466
7
2022-05-05 15:21:39.226954
Poor
No
Daily
House
3,271
1,189,101
55
Male
23,887
Single
0
PhD
Unemployed
16.428744
Rural
Basic
null
14
584
8
2023-07-31 15:21:39.080440
Good
No
Weekly
House
1,094
1,189,102
59
Male
14,265
Divorced
2
High School
Self-Employed
24.065921
Urban
Comprehensive
null
13
766
7
2023-08-25 15:21:39.096739
Good
Yes
Weekly
Condo
1,732
1,189,103
39
Female
30,984
Married
4
Bachelor's
null
42.845339
Suburban
Basic
0
11
null
5
2024-01-03 15:21:39.192212
Average
No
Monthly
Condo
661
1,189,104
22
Female
86,228
Single
3
PhD
Unemployed
21.096459
Urban
Premium
2
9
416
2
2022-09-29 15:21:39.216387
Good
Yes
Daily
Apartment
447
1,189,105
36
Female
85,959
Divorced
3
Master's
null
40.939509
Suburban
Comprehensive
null
13
528
8
2023-01-06 15:21:39.205850
Good
No
Monthly
House
103
1,189,106
21
Male
30,983
Married
0
Bachelor's
Unemployed
12.724701
Suburban
Basic
null
2
562
8
2020-07-17 15:21:39.206847
Poor
No
Rarely
Apartment
604
1,189,107
33
Male
5,091
Married
0
Master's
null
20.991115
Rural
Basic
null
19
776
6
2021-10-11 15:21:39.126661
Good
No
Rarely
House
2,215
1,189,108
50
Female
16,042
Married
3
High School
Unemployed
37.612625
Urban
Premium
1
13
488
8
2022-07-29 15:21:39.134960
Poor
No
Monthly
Condo
1,368
1,189,109
39
Female
140,611
Married
2
Master's
Self-Employed
null
Urban
Basic
2
16
625
3
2021-09-12 15:21:39.098696
Good
No
Rarely
Condo
2,357
1,189,110
21
Female
25,897
Divorced
2
High School
Self-Employed
5.93669
Suburban
Premium
null
18
830
8
2023-07-04 15:21:39.180553
Good
No
Daily
Apartment
707
1,189,111
41
Male
12,881
Divorced
0
Bachelor's
Self-Employed
9.095048
Suburban
Basic
null
13
834
2
2023-01-07 15:21:39.185215
Poor
No
Rarely
Apartment
605
1,189,112
21
Male
36,277
Single
4
PhD
null
26.818754
Rural
Basic
null
16
561
2
2022-06-13 15:21:39.105504
Good
No
Rarely
Apartment
906
1,189,113
34
Male
77,913
Divorced
4
PhD
Unemployed
39.739791
Rural
Comprehensive
0
17
391
1
2019-10-07 15:21:39.155231
Good
Yes
Rarely
Apartment
878
1,189,114
42
Male
93,838
Divorced
1
High School
Self-Employed
25.487651
Rural
Comprehensive
null
14
378
9
2022-07-21 15:21:39.254678
Good
No
Weekly
Condo
1,174
1,189,115
27
Male
633
Married
null
Master's
null
null
Suburban
Premium
0
8
789
7
2023-03-19 15:21:39.155231
Good
No
Weekly
House
1,722
1,189,116
20
Male
744
Married
1
High School
Self-Employed
19.177099
Rural
Comprehensive
3
4
437
9
2019-09-10 15:21:39.278402
Good
No
Monthly
Apartment
3,636
1,189,117
33
Female
45,883
Divorced
2
PhD
null
30.935585
Suburban
Comprehensive
0
18
543
8
2023-06-08 15:21:39.192212
Average
Yes
Rarely
Apartment
1,519
1,189,118
31
Male
34,642
Single
1
High School
null
9.50933
Suburban
Comprehensive
1
11
726
9
2021-12-23 15:21:39.261856
null
No
Monthly
House
2,080
1,189,119
56
Male
18,084
Single
0
High School
null
17.794394
Suburban
Basic
0
2
null
3
2021-05-10 15:21:39.095696
Good
Yes
Rarely
Apartment
1,725
1,189,120
41
Female
20,705
Married
null
High School
null
10.30592
Rural
Premium
null
18
781
6
2021-02-12 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,517
1,189,121
31
Female
23,528
Married
4
Master's
Self-Employed
14.093114
Suburban
Premium
null
19
640
6
2024-01-29 15:21:39.133866
Good
No
Daily
Condo
1,236
1,189,122
44
Female
654
Married
0
Bachelor's
Self-Employed
10.395048
Rural
Comprehensive
2
15
568
8
2022-04-04 15:21:39.134960
Good
Yes
Weekly
Condo
551
1,189,123
45
Female
7,638
Divorced
4
High School
Unemployed
34.237561
Rural
Comprehensive
2
15
666
7
2020-07-16 15:21:39.184157
Good
No
Rarely
Apartment
28
1,189,124
18
Female
45,653
Married
1
Bachelor's
Employed
12.757658
Rural
Comprehensive
null
6
757
1
2020-03-24 15:21:39.172097
Good
Yes
Monthly
Condo
735
1,189,125
55
Male
8,077
Divorced
0
Master's
Unemployed
35.965913
Rural
Premium
0
8
576
3
2019-09-12 15:21:39.289099
Average
Yes
Daily
Apartment
1,099
1,189,126
22
Female
3,344
Divorced
3
PhD
Unemployed
11.966677
Rural
Premium
null
0
null
2
2023-02-22 15:21:39.246098
null
Yes
Weekly
Apartment
1,845
1,189,127
63
Male
2,445
Divorced
1
Master's
null
38.367976
Suburban
Basic
null
4
null
6
2021-02-21 15:21:39.263607
Poor
Yes
Rarely
Condo
2,513
1,189,128
21
Female
36,095
Divorced
4
Master's
Employed
36.01014
Suburban
Premium
1
2
550
6
2023-01-17 15:21:39.170099
Average
Yes
Daily
Condo
557
1,189,129
19
Female
105,878
Single
3
PhD
Self-Employed
null
Urban
Basic
0
9
469
7
2021-03-11 15:21:39.250151
Average
No
Monthly
Condo
995
1,189,130
57
Female
56,514
Divorced
3
High School
Unemployed
14.393656
Urban
Basic
1
2
477
5
2021-10-19 15:21:39.180553
Good
Yes
Daily
Apartment
90
1,189,131
63
Male
14,317
Single
4
High School
Unemployed
21.082289
Rural
Premium
null
13
null
7
2024-01-04 15:21:39.285112
Good
Yes
Rarely
Apartment
1,479
1,189,132
51
Female
29,316
Single
2
PhD
null
16.081222
Urban
Basic
null
16
558
1
2020-08-07 15:21:39.237118
Average
No
Rarely
Condo
562
1,189,133
56
Male
7,073
Single
4
PhD
Self-Employed
11.16243
Rural
Comprehensive
2
0
null
4
2023-09-22 15:21:39.202448
Poor
Yes
Weekly
Condo
1,497
1,189,134
18
Male
35,966
Single
3
High School
Unemployed
26.90729
Urban
Comprehensive
1
18
539
2
2021-02-20 15:21:39.150730
Poor
Yes
Rarely
Condo
522
1,189,135
29
Male
2,780
Divorced
null
High School
Unemployed
10.722991
Suburban
Premium
0
16
622
3
2021-05-14 15:21:39.111551
null
No
Weekly
Condo
1,603
1,189,136
45
Female
16,272
Divorced
3
Bachelor's
Unemployed
28.633708
Rural
Basic
null
13
835
6
2021-11-14 15:21:39.273973
Good
Yes
Daily
House
567
1,189,137
24
Male
null
Single
3
High School
Employed
30.913732
Suburban
Basic
2
0
437
7
2024-04-10 15:21:39.272456
Poor
No
Weekly
House
1,206
1,189,138
41
Female
639
Married
3
High School
Self-Employed
50.506903
Suburban
Premium
0
17
508
3
2020-04-04 15:21:39.201446
Poor
Yes
Monthly
House
506
1,189,139
47
Female
41,630
Single
3
Bachelor's
Unemployed
19.516945
Urban
Comprehensive
1
15
679
4
2021-08-14 15:21:39.282785
Poor
No
Daily
Condo
148
1,189,140
39
Male
37,447
Divorced
4
Master's
Employed
39.837211
Rural
Comprehensive
2
15
787
5
2020-08-06 15:21:39.134960
Good
Yes
Weekly
Condo
656
1,189,141
34
Female
88,927
Divorced
1
Master's
null
23.35957
Rural
Basic
null
7
477
4
2020-09-06 15:21:39.170099
Poor
Yes
Rarely
House
23
1,189,142
22
Female
6,094
Single
1
High School
Self-Employed
null
Rural
Premium
1
5
null
5
2024-03-03 15:21:39.134960
Poor
No
Weekly
House
568
1,189,143
53
Male
3,770
Married
4
PhD
Unemployed
32.567153
Urban
Basic
0
19
576
1
2019-10-22 15:21:39.133866
Poor
Yes
Rarely
Apartment
1,093
1,189,144
20
Female
22,853
Divorced
1
Bachelor's
Unemployed
15.865914
Suburban
Premium
null
3
null
3
2023-04-18 15:21:39.231531
Good
Yes
Daily
House
2,024
1,189,145
43
Female
29,006
Divorced
0
Master's
Self-Employed
22.617729
Urban
Premium
1
7
482
7
2024-05-04 15:21:39.264504
Poor
No
Rarely
Condo
1,613
1,189,146
51
Female
61,588
Single
2
PhD
Unemployed
23.673805
Urban
Comprehensive
null
0
357
5
2023-06-24 15:21:39.194829
Poor
No
Monthly
Condo
368
1,189,147
19
Male
77,926
Married
4
Master's
Unemployed
null
Rural
Comprehensive
0
12
334
1
2022-03-21 15:21:39.095696
Poor
No
Rarely
House
3,327
1,189,148
37
Male
19,222
Divorced
0
High School
null
8.068475
Rural
Basic
null
14
393
6
2023-10-10 15:21:39.173834
Average
Yes
Daily
House
1,091
1,189,149
54
Male
129,954
Married
4
Bachelor's
Unemployed
32.98849
Urban
Comprehensive
1
7
372
6
2023-05-27 15:21:39.173834
Good
No
Monthly
Apartment
1,196
1,189,150
49
Female
94,558
Single
4
Master's
null
21.868258
Suburban
Premium
null
4
572
2
2023-08-09 15:21:39.149731
Good
No
Weekly
Condo
428
1,189,151
21
Male
18,187
Single
3
PhD
Employed
null
Suburban
Premium
0
10
682
6
2021-06-13 15:21:39.244069
Poor
Yes
Daily
Condo
685
1,189,152
48
Female
76,127
Single
3
Master's
Self-Employed
31.074377
Rural
Basic
1
5
446
4
2022-08-06 15:21:39.155231
Average
No
Monthly
Condo
928
1,189,153
27
Female
4,901
Single
1
High School
Unemployed
26.84518
Rural
Basic
null
5
838
4
2022-07-14 15:21:39.215386
Poor
No
Rarely
Condo
35
1,189,154
43
Female
46,947
Married
1
Master's
Employed
7.811371
Rural
Comprehensive
0
18
710
1
2021-12-21 15:21:39.155231
Average
Yes
Monthly
House
48
1,189,155
41
Female
4,864
Divorced
1
PhD
null
15.934325
Urban
Premium
0
18
845
5
2022-12-24 15:21:39.087123
Average
No
Weekly
House
2,097
1,189,156
52
Male
15,983
Married
2
Master's
null
20.276445
Urban
Basic
0
8
513
5
2022-01-25 15:21:39.122134
Poor
Yes
Rarely
Apartment
1,372
1,189,157
27
Female
12,060
Single
null
Bachelor's
null
20.827137
Urban
Basic
1
7
574
9
2021-09-01 15:21:39.134960
Average
Yes
Weekly
Apartment
669
1,189,158
40
Female
9,982
Single
3
PhD
Employed
34.07566
Urban
Premium
0
18
310
6
2022-06-22 15:21:39.134960
Good
Yes
Weekly
House
815
1,189,159
39
Male
121,497
Single
null
PhD
Self-Employed
51.764263
Rural
Comprehensive
null
7
660
3
2023-06-01 15:21:39.264504
Poor
No
Daily
House
959
1,189,160
23
Male
18,062
Single
1
Master's
Employed
21.849474
Rural
Premium
0
2
693
7
2022-12-15 15:21:39.134960
Average
No
Weekly
Apartment
963
1,189,161
19
Female
1,588
Married
1
PhD
Self-Employed
null
Rural
Basic
1
2
710
6
2023-01-28 15:21:39.194829
Good
Yes
Rarely
Apartment
751
1,189,162
22
Male
19,595
Married
2
Bachelor's
Unemployed
24.016492
Rural
Premium
null
13
579
3
2024-02-13 15:21:39.237118
Poor
No
Daily
Condo
1,290
1,189,163
34
Male
48,737
Divorced
0
Bachelor's
null
42.07951
Suburban
Premium
null
5
445
4
2020-08-20 15:21:39.116179
Good
No
Daily
House
2,192
1,189,164
51
Female
2,065
Single
4
Master's
null
42.497503
Rural
Basic
1
9
533
9
2024-03-30 15:21:39.288099
Average
Yes
Weekly
Apartment
397
1,189,165
27
Female
45,318
Divorced
1
Bachelor's
Employed
16.998084
Rural
Comprehensive
0
12
744
1
2023-10-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,152
1,189,166
58
Female
18,085
Divorced
0
Bachelor's
Employed
43.442465
Rural
Comprehensive
null
0
696
3
2021-06-29 15:21:39.237118
Average
No
Rarely
House
1,388
1,189,167
59
Female
48,764
Single
1
High School
Unemployed
14.813598
Rural
Premium
0
10
329
9
2022-03-25 15:21:39.155231
Poor
Yes
Weekly
Apartment
100
1,189,168
37
Male
38,209
Married
4
Master's
Unemployed
5.996426
Suburban
Premium
null
9
667
3
2021-12-27 15:21:39.266452
Good
Yes
Monthly
House
1,027
1,189,169
50
Male
3,074
Divorced
2
Bachelor's
Unemployed
51.411568
Rural
Basic
1
14
508
4
2023-12-29 15:21:39.155231
Poor
Yes
Rarely
Condo
1,172
1,189,170
38
Female
15,893
Divorced
1
Master's
Employed
22.383364
Suburban
Comprehensive
0
9
475
8
2021-08-20 15:21:39.147735
Average
No
Monthly
House
1,620
1,189,171
31
Male
120,935
Married
1
High School
null
16.958985
Suburban
Comprehensive
0
2
810
3
2022-06-15 15:21:39.269494
Average
No
Weekly
Apartment
273
1,189,172
44
Male
94,095
Divorced
2
Master's
Self-Employed
32.064444
Suburban
Comprehensive
1
8
351
7
2022-07-04 15:21:39.274993
Average
Yes
Weekly
House
631
1,189,173
41
Female
66,742
Married
null
Master's
Employed
29.478351
Suburban
Premium
1
5
449
1
2023-12-02 15:21:39.112553
Poor
No
Rarely
House
726
1,189,174
50
Male
6,969
Single
4
PhD
Unemployed
44.91371
Rural
Basic
1
0
806
7
2023-01-08 15:21:39.143708
Average
Yes
Rarely
Condo
523
1,189,175
29
Male
37,109
Married
0
Master's
Self-Employed
9.079409
Suburban
Premium
null
3
527
8
2023-05-13 15:21:39.226954
Poor
Yes
Weekly
House
187
1,189,176
54
Female
1,368
Married
1
PhD
null
19.820096
Rural
Basic
null
2
695
8
2023-03-04 15:21:39.172097
Average
Yes
Rarely
Apartment
93
1,189,177
24
Male
103,363
Married
3
Bachelor's
Self-Employed
30.478846
Urban
Premium
1
9
704
3
2019-08-28 15:21:39.261856
Poor
No
Daily
House
2,473
1,189,178
26
Female
16,442
Divorced
2
High School
Unemployed
14.886724
Suburban
Basic
null
16
762
8
2020-04-21 15:21:39.175719
Average
No
Monthly
Condo
881
1,189,179
30
Male
89,840
Married
1
Master's
Employed
16.894469
Urban
Basic
2
4
603
8
2024-08-06 15:21:39.222387
null
Yes
Monthly
House
921
1,189,180
47
Male
79,251
Married
1
Master's
Unemployed
29.788354
Suburban
Comprehensive
0
18
407
1
2022-12-28 15:21:39.109552
Good
No
Daily
House
1,741
1,189,181
55
Female
78,926
Married
3
Master's
Self-Employed
36.156701
Suburban
Premium
1
10
509
8
2023-05-18 15:21:39.122134
null
Yes
Weekly
Condo
870
1,189,182
55
Male
90,972
null
1
PhD
null
40.646724
Rural
Basic
2
12
734
7
2021-03-28 15:21:39.092127
Average
No
Weekly
Condo
1,777
1,189,183
40
Female
16,087
Single
1
Bachelor's
Self-Employed
6.188624
Suburban
Comprehensive
null
17
372
2
2020-06-05 15:21:39.120168
Good
No
Rarely
Apartment
1,029
1,189,184
41
Male
117,522
Divorced
2
Bachelor's
Employed
16.867698
Rural
Premium
null
3
776
5
2023-09-21 15:21:39.237118
Average
No
Rarely
Apartment
382
1,189,185
62
Female
10,801
Married
3
High School
Employed
21.388768
Urban
Basic
2
13
757
2
2023-02-15 15:21:39.122134
Average
No
Daily
Apartment
572
1,189,186
57
Male
142,369
Single
2
High School
Employed
51.966304
Urban
Premium
1
11
822
8
2019-12-17 15:21:39.134960
Poor
No
Rarely
Apartment
1,304
1,189,187
47
Male
37,881
Divorced
1
PhD
Employed
30.903177
Rural
Comprehensive
null
16
569
1
2022-04-12 15:21:39.096739
Good
No
Weekly
House
997
1,189,188
28
Male
3,356
Divorced
3
PhD
Unemployed
47.064176
Suburban
Premium
0
9
573
6
2019-10-20 15:21:39.213373
null
No
Daily
House
1,111
1,189,189
25
Female
17,084
Single
0
Bachelor's
Employed
38.814885
Suburban
Comprehensive
null
13
653
3
2023-01-15 15:21:39.216387
Good
No
Rarely
House
581
1,189,190
64
Male
88,088
Divorced
4
PhD
null
44.792972
Urban
Basic
null
7
384
6
2024-05-10 15:21:39.109552
Average
No
Weekly
Condo
663
1,189,191
61
Female
95,801
Single
3
High School
Unemployed
23.486026
Suburban
Basic
null
14
497
9
2021-07-16 15:21:39.093681
Poor
Yes
Daily
House
261
1,189,192
25
Female
17,054
Divorced
2
PhD
Self-Employed
17.182991
Urban
Comprehensive
1
3
778
5
2023-04-16 15:21:39.192212
Poor
No
Rarely
Apartment
988
1,189,193
60
Female
3,859
Married
3
High School
Employed
17.553353
Urban
Comprehensive
null
9
699
9
2022-03-22 15:21:39.206847
Good
No
Rarely
Apartment
2,429
1,189,194
61
Male
17,508
Married
0
Bachelor's
Unemployed
29.816915
Rural
Basic
0
1
420
9
2019-09-26 15:21:39.280784
Average
Yes
Weekly
House
1,567
1,189,195
45
Female
10,884
Single
2
Bachelor's
null
18.586694
Rural
Basic
0
17
711
7
2024-07-09 15:21:39.155231
Good
Yes
Daily
Condo
1,229
1,189,196
25
Male
41,819
Single
3
High School
Self-Employed
28.989603
Suburban
Premium
1
16
577
1
2022-12-25 15:21:39.205850
Good
No
Monthly
Apartment
753
1,189,197
53
Female
17,096
Single
3
Bachelor's
null
19.01476
Urban
Premium
0
19
null
5
2024-06-28 15:21:39.134960
Average
No
Weekly
House
763
1,189,198
39
Female
29,587
Married
4
Master's
Employed
19.13281
Suburban
Basic
0
8
522
4
2022-05-01 15:21:39.209847
Good
No
Rarely
House
655
1,189,199
48
Female
49
Single
null
Bachelor's
Unemployed
20.424541
Urban
Comprehensive
0
9
749
1
2022-01-03 15:21:39.149731
Poor
No
Weekly
Condo
1,784